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AMAI-GmbH/AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022

30.8K
Stable
JavaScript
LLM Frameworks
Tutorials & Courses
Next.js
#AI Roadmap#Artificial Intelligence Expert#JavaScript

sczhou/CodeFormer

A PyTorch-based library for robust and high-quality blind face restoration using a codebook lookup transformer.

17.8K
Stable
Python
Computer Vision
PyTorch
#face-enhancement#face-restoration#super-resolution

frank-lam/fullstack-tutorial

This is a fullstack tutorial covering backend technologies, architect path, and a developer community.

11.7K
Archived
Java
Full-Stack Frameworks
Java
#fullstack-development#backend#architecture

hxu296/leetcode-company-wise-problems-2022

A collection of company-wise LeetCode questions for developer interview preparation.

11.1K
Archived
Jupyter Notebook
Interview Prep
#leetcode#interview-prep#coding-challenges

advimman/lama

LaMa is a PyTorch-based library for high-resolution image inpainting using Fourier convolutions.

9.7K
Experimental
Jupyter Notebook
Computer Vision
PyTorch
#image-inpainting#fourier-convolutions#deep-neural-networks

OpenTalker/video-retalking

A Python library for audio-based lip synchronization in talking head video editing.

7.2K
Archived
Python
Computer Vision
Video Editing
#lip-synchronization#siggraph-asia-2022#talking-head-videos

greyhatguy007/Machine-Learning-Specialization-Coursera

Solutions and notes for the Machine Learning Specialization by Andrew NG on Coursera.

7.1K
Stable
Jupyter Notebook
Tutorials & Courses
Jupyter Notebook
#andrew-ng#coursera#machine-learning

clovaai/donut

Donut is an OCR-free Document Understanding Transformer and Synthetic Document Generator for computer vision and document AI tasks.

6.8K
Archived
Python
React
#document-ai#computer-vision#open-source

FoundationVision/ByteTrack

A high-performance multi-object tracking library for real-time computer vision applications.

6.1K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#multi-object-tracking#real-time#computer-vision

utilForever/game-developer-roadmap

A comprehensive roadmap for becoming a game developer, written in Rust.

5.8K
Archived
Rust
Tutorials & Courses
Learning & Education
#game-development#roadmap#rust

isl-org/MiDaS

Code for robust monocular depth estimation, a key computer vision task for AI-powered apps.

5.3K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#depth-estimation#computer-vision#pytorch

MoonInTheRiver/DiffSinger

DiffSinger is a singing voice synthesis system using a shallow diffusion mechanism, enabling efficient TTS and SVS.

4.7K
Experimental
Python
AI Voice & Speech
API Frameworks
Python
#singing-synthesis#text-to-speech#diffusion-model

chiphuyen/dmls-book

A repository containing summaries and resources for the book 'Designing Machine Learning Systems' by Chip Huyen.

4.5K
Stable
LLM Frameworks
Books & Guides
#machine-learning#design-patterns#book-summary

fundamentalvision/BEVFormer

An open-source, camera-only framework for autonomous driving perception tasks like 3D object detection and semantic map segmentation.

4.3K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#autonomous-driving#object-detection#semantic-segmentation

zjunlp/DeepKE

An open toolkit for knowledge graph extraction and construction in Python.

4.3K
Experimental
Python
LLM Frameworks
Knowledge Graphs
PyTorch
#knowledge-graph#information-extraction#natural-language-processing

ZHKKKe/MODNet

A real-time, trimap-free portrait matting solution using AI and computer vision techniques.

4.3K
Archived
Python
Computer Vision
API Frameworks
Python
#computer-vision#portrait-matting#ai-model

fluentpython/example-code-2e

Example code for Fluent Python, 2nd edition, showcasing concurrency and iterators in Python.

4.0K
Stable
Python
React
#authentication#concurrency#iterators

yoyo-nb/Thin-Plate-Spline-Motion-Model

Thin-Plate Spline Motion Model for image animation, face reenactment, and motion transfer

3.6K
Archived
Jupyter Notebook
Computer Vision
Animation & Motion
Jupyter Notebook
#deep-learning#face-animation#face-reenactment

williamyang1991/VToonify

VToonify: A high-resolution portrait video style transfer tool using StyleGAN2.

3.6K
Archived
Jupyter Notebook
Prompt Engineering
React
#style-transfer#video-style-transfer#portrait

Bogdanp/awesome-advent-of-code

A curated list of awesome resources related to the yearly Advent of Code challenge.

3.2K
Active
Markdown
Coding Challenges
Awesome Lists
#advent-of-code#coding-challenges#programming-practice

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